Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "3"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 3 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 216 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 211 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 3, Node 1:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.54% 1.168099 -0.714124 0.243030 0.684437 0.724158 2.632539 -0.165848 0.792601 0.7242 0.6998 0.2641 3.373258 2.937418
2459593 digital_ok 0.00% 0.00% 0.54% 0.00% 2.69% 0.54% 1.732211 -0.290832 1.046536 1.114425 0.153146 0.210477 0.006226 0.470556 0.6353 0.6115 0.2236 2.606995 2.145906
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.654343 -0.391423 0.096828 -0.518433 -1.505230 -0.298777 -1.908388 0.089930 0.0337 0.0291 0.0018 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.709307 0.373187 1.413281 1.733478 0.206681 -0.477004 0.632387 0.012626 0.5243 0.5272 0.3150 1.629596 1.508420
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 1.08% 3.756823 1.214054 1.255596 1.311372 0.170237 0.108604 -0.227036 0.679049 0.5291 0.5293 0.3093 2.109858 1.946774
2459589 digital_ok 0.00% 0.54% 0.54% 0.00% 3.23% 0.00% -0.223447 -0.537228 0.621228 0.711661 0.780659 -0.073394 1.119149 0.860850 0.6185 0.5929 0.2418 1.933830 1.829176
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.938189 -0.650366 1.831512 1.615010 2.097421 1.709058 1.310621 1.576400 0.7025 0.6602 0.2203 3.361568 2.542027
2459587 digital_ok 0.00% - - - 6.99% 0.00% -0.696702 -0.319900 2.567553 3.164739 -0.799783 -0.773660 0.390459 0.522134 nan nan nan 1.202253 1.193365
2459586 digital_ok 0.00% 3.24% 7.57% 0.00% 10.27% 0.54% -1.307103 -0.224961 -0.796043 1.384014 -0.197954 1.052573 -0.382648 -0.849618 0.5259 0.5261 0.2998 1.923559 1.718653
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.848315 1.404518 -0.573642 0.553822 -0.792956 1.519690 -1.130622 1.160145 0.0342 0.0334 0.0016 0.000000 0.000000
2459584 digital_ok 0.00% 36.61% 36.61% 0.00% 38.92% 0.60% -0.374518 -0.036194 -0.047472 0.466397 0.319042 0.035166 -0.846999 -0.848271 0.4729 0.4788 0.3116 1.624435 1.455060
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 digital_ok 0.00% 8.11% 8.11% 0.00% 12.43% 0.00% -1.136390 -0.870959 -0.276443 -0.287419 -0.721698 -1.355641 -0.820520 -0.418501 0.5133 0.5167 0.3327 1.774382 1.586291
2459581 digital_ok 0.00% 2.70% 3.78% 0.00% 7.57% 0.00% -0.950522 -0.995127 -1.028131 -0.071232 -0.982122 -1.081315 -0.516782 0.282219 0.5242 0.5266 0.3332 1.798541 1.562544
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -1.021309 -0.836757 -0.271697 0.096608 -0.491654 -1.018233 -1.011495 -0.003055 0.5302 0.5358 0.3302 1.840215 1.630768
2459579 digital_ok 0.00% 1.62% 1.62% 0.00% 6.45% 0.00% -1.027319 -1.073389 -0.173376 0.001235 -0.798586 -1.160863 -0.673047 0.135131 0.5262 0.5332 0.3351 2.087592 1.801396
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.268354 0.428118 -0.775734 -0.322823 -0.911921 -0.568277 -0.078845 -0.753696 0.0376 0.0321 0.0034 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.812132 -0.845884 -0.809806 -0.267049 -0.779025 -1.034671 -0.554640 -0.551415 0.5316 0.5382 0.3291 1.849169 1.559565
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.572411 -0.601744 -0.682640 -0.531359 -0.601399 -0.877825 -0.218935 -0.187124 0.0757 0.0607 0.0114 0.831279 0.831773
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.636862 -0.724433 -0.868860 -0.686407 -0.308392 -0.820734 0.494349 0.854936 0.0958 0.0894 0.0171 1.210580 1.212558
2459573 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.113811 -0.769974 -0.278480 0.167398 -0.495567 -1.374933 -0.693753 0.236216 0.0621 0.0741 0.0085 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.037094 0.418676 -0.696535 -0.376686 -1.393502 -0.769764 0.018905 -0.444165 0.0400 0.0318 0.0038 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.703460 -0.725574 -0.803084 -0.445874 -1.149950 -0.673073 -0.660982 -0.430348 0.0744 0.0855 0.0093 1.175144 1.171714
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.927348 -1.061328 -0.650439 -0.092929 -0.807652 -1.013554 -0.682249 -0.554732 0.0967 0.0827 0.0163 0.000000 0.000000
2459565 digital_ok 0.00% - - - 93.33% 0.00% -1.019629 -1.019629 -0.885933 -0.885933 -0.752740 -0.752740 -0.803206 -0.803206 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.808273 -0.307903 -1.205312 0.166335 -0.559900 1.583986 1.005225 3.172589 0.6921 0.6915 0.4228 1.823398 1.503009
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.350437 -0.575027 -0.556944 -0.889501 -0.087103 -0.052439 -0.217145 -0.046786 0.6896 0.6936 0.4047 1.857082 1.510883
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 12.37% 1.61% -0.426511 -0.638708 -0.034572 -0.136898 -1.127013 -0.909004 -0.166912 1.726253 0.6912 0.6924 0.4148 1.780092 1.484880
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0414 0.0321 0.0031 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.482022 -0.824192 -0.037324 -0.134084 -0.656486 -0.808705 0.115082 2.021579 0.6930 0.6934 0.4115 1.794154 1.506062
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6933 0.6923 0.4204 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 68.65% 31.35% -0.334136 -0.586285 0.090738 0.813650 -0.184875 -0.289005 -0.683188 0.073026 0.7003 0.6934 0.4179 2.598425 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.161275 -0.484743 -0.647510 -0.968428 -0.448292 -0.006558 0.297846 0.258492 0.6964 0.6932 0.4125 1.961309 1.540039
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0609 0.0554 0.0048 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.081579 -0.663015 -0.538573 0.069866 -0.245394 -0.478240 -0.524992 0.638117 0.6953 0.6924 0.4236 1.897708 1.540398
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.501673 -0.467235 -0.395153 -0.972694 -0.777960 0.941773 0.149366 0.086519 0.7550 0.7415 0.3765 2.017133 1.535347
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% -0.307647 -0.511694 0.218438 0.185519 -0.031665 -1.015143 0.288155 0.246638 0.7443 0.7295 0.3487 1.721349 1.425039
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -0.183879 -0.902717 -0.128976 0.944401 -0.133175 -0.824808 1.133153 0.857097 0.7186 0.7193 0.4443 1.958327 1.623460
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.318594 -0.537534 -0.523203 -0.845794 -0.594650 -0.655071 -0.391751 0.141462 0.7834 0.7508 0.3930 1.960492 1.567067
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.45% -0.362926 -0.802417 -0.509342 -0.904451 -0.160109 -0.455459 0.399130 1.001862 0.7736 0.7501 0.3825 2.095889 1.654049
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.025316 -0.766557 -0.165055 0.436302 -0.204046 -0.758217 -0.442097 1.372423 0.7135 0.7049 0.4278 1.772929 1.519772
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.56% -0.204996 -0.824274 -0.040550 0.453244 -0.327311 -1.029021 0.179094 0.450789 0.7127 0.7008 0.4282 1.767692 1.517264
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.488240 -0.793061 -0.502830 -0.790346 -0.103912 0.012291 0.341276 0.224828 0.7283 0.7167 0.4286 1.867989 1.548844
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.172538 -0.587261 -0.255086 0.407158 -0.888239 -0.468742 -0.720815 -0.166176 0.8909 0.9184 0.3570 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% 0.720609 -1.153939 -0.911069 0.604416 -0.908940 0.820144 -0.926531 -0.724199 nan nan nan 2.243149 1.860012
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.949654 -0.660812 0.051859 0.732047 -0.036977 1.836970 -0.987076 -0.359228 0.7068 0.6320 0.3864 1.693666 1.313305
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.068230 0.491332 -0.779598 -0.626404 -0.594761 0.622726 -0.147878 -0.321556 0.0382 0.0365 0.0037 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.730845 -0.953615 -0.414500 -0.234631 -1.230572 -0.959920 0.337896 0.275657 0.8949 0.9230 0.2119 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.629894 -1.011203 0.096441 -0.439537 1.538366 -0.596589 0.313564 0.351788 0.8909 0.8512 0.2128 7.402924 5.341381
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -0.490024 -0.165560 0.248953 0.779794 -1.198486 -0.241475 -0.694522 -0.751400 0.8326 0.8256 0.5074 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.648138 -0.155923 0.633271 0.853276 -0.663790 -0.551127 -0.939809 -0.869780 0.1559 0.1287 0.0266 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.672825 -0.094256 0.152962 0.532416 -0.464591 -0.312738 -1.046144 -0.673096 0.1714 0.1399 0.0277 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.418455 0.063203 0.147928 0.583642 -0.487115 -0.261580 -0.103579 -0.188816 0.1503 0.1368 0.0161 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.289474 0.188998 0.346397 0.707791 -0.180768 -0.175042 -0.495940 -0.514293 0.1755 0.1503 0.0357 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.284562 0.296986 0.675366 1.016190 -0.276341 -0.223711 -0.733315 -0.606967 0.1759 0.1670 0.0405 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.677793 0.166508 0.258367 0.737873 -0.656843 -0.536424 -0.794062 -0.662999 0.2228 0.1765 0.0417 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.513230 0.208220 0.089341 0.696599 -0.415830 -0.231109 -1.006624 -0.765571 0.2255 0.1714 0.0471 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.403554 0.113696 0.184632 0.688480 -0.617494 -0.608511 -0.140146 -0.239258 0.2066 0.1668 0.0457 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.146074 -0.658185 0.253149 0.328961 -1.317479 -1.374098 -1.151861 -1.020475 0.7293 0.7910 0.3682 0.192910 0.201469
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.090188 -0.580297 0.357388 0.166662 -0.790018 -0.881173 -0.021996 -0.469939 0.7810 0.8120 0.2906 0.629426 0.531179
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.133178 -1.026772 0.140833 0.376081 -0.669060 -1.134214 -0.904391 -0.637846 0.7269 0.7880 0.4056 2.268426 1.803171
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.102407 -0.658519 0.230837 0.126485 -1.182867 -0.508949 -0.252544 -0.290490 0.7536 0.8024 0.3369 2.238368 1.698661
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 14.29% 0.284832 -0.598195 0.219935 0.502571 -1.298796 -1.199436 -0.951864 -0.911806 0.7534 0.8046 0.3843 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 3: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 1.594485 0.204919 1.594485 1.180278 0.873986 0.822299 -0.238197 1.066403 -0.326911

Antenna 3: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 1.766062 1.766062 0.250619 1.184163 1.311554 0.185118 0.962138 -0.028558 1.518059

Antenna 3: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Discontinuties 1.030066 0.675408 0.736379 0.892150 0.775442 1.009501 0.538324 1.030066 0.082131

Antenna 3: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Discontinuties 3.996716 0.682829 2.745063 2.070621 1.709504 0.066573 -0.331926 3.996716 -0.085589

Antenna 3: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 3.077730 3.077730 -0.189577 0.899755 0.927046 0.036166 -0.287291 -0.047420 0.033840

Antenna 3: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Discontinuties 3.527080 0.561869 2.153967 1.450516 1.410642 0.793498 0.078035 3.527080 0.234258

Antenna 3: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Discontinuties 3.889046 2.472006 0.182314 0.808742 1.438668 0.150612 1.133602 0.527342 3.889046

Antenna 3: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 9.041234 9.041234 7.935870 -0.300665 0.656739 4.080330 5.340726 -0.399422 1.447628

Antenna 3: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 2.358292 -0.169678 2.358292 -0.819611 -0.504366 -0.783965 -0.592317 -0.324204 -0.522880

Antenna 3: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 3.783247 3.783247 -0.345843 -0.419788 -0.761806 -0.769863 -0.419028 -0.255321 -0.340967

Antenna 3: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 1.760477 1.760477 -0.592814 -0.443519 -0.537957 1.267630 -0.159891 0.160307 0.768050

Antenna 3: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 5.430426 5.430426 1.102570 -0.350561 -0.051744 -0.143059 -0.507710 -0.279316 0.800517

Antenna 3: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 5.434857 5.434857 3.612534 3.862827 4.528427 3.779318 3.064422 -3.314270 -2.888913

Antenna 3: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 4.374767 4.374767 0.190570 -0.313194 -0.841928 -0.738768 -0.905490 -0.136393 -0.390999

Antenna 3: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Variability 0.668633 -0.219411 0.491560 -0.337993 -0.233367 -0.953055 0.668633 -0.696920 -0.676805

Antenna 3: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance nn Temporal Discontinuties 0.666711 0.377684 0.655370 -0.316620 -0.593897 -0.700682 -0.559868 -0.849260 0.666711

Antenna 3: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 RF_maintenance ee Shape 6.510581 6.510581 0.960860 -0.218636 -0.306991 0.350047 -1.376970 -0.501816 0.136180

Antenna 3: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 2.766276 -0.196873 2.766276 -0.901844 -0.649341 -0.635263 -0.618936 -0.342271 -0.557727

Antenna 3: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.520716 0.520716 0.015422 -0.125673 0.047077 -0.673400 -1.284937 -0.051626 -0.600231

Antenna 3: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.512634 0.512634 -0.077476 -0.144753 -0.185986 -0.929643 -1.084084 -0.326734 -0.521807

Antenna 3: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.562870 0.562870 -0.012909 -0.320037 -0.049934 -0.737356 -0.782712 -0.288664 -0.876848

Antenna 3: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 7.515835 0.834092 7.515835 -0.692663 -0.418970 -0.611145 0.971568 0.134441 -0.309457

Antenna 3: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.365287 -0.237732 0.365287 -0.176398 -0.129519 -1.148086 -0.821318 -0.566166 -0.385512

Antenna 3: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape -0.047683 -0.047683 -0.784310 -0.449331 -0.577817 -0.330784 -1.217292 -0.509310 -0.550701

Antenna 3: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.194729 0.194729 -0.221514 -0.347458 -0.339369 -1.251097 -1.622558 -0.089865 -0.733774

Antenna 3: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.013656 0.013656 -0.445766 -0.508598 -0.383356 -0.824943 -1.104460 -0.543078 -0.664294

Antenna 3: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.917742 5.917742 0.569501 -0.381803 -0.504854 -0.228889 -0.867509 -0.147676 -0.126375

Antenna 3: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 0.681753 -0.641264 -0.082850 -0.449089 -0.415493 -0.608703 -0.326590 -0.397153 0.681753

Antenna 3: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 0.341253 -0.146644 -0.501050 -0.433899 -0.228989 -0.265313 -0.618868 0.341253 -0.487883

Antenna 3: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.094384 -0.141036 0.094384 -0.188185 -0.628681 -1.057082 -0.546142 -0.670378 -0.526930

Antenna 3: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.113254 -0.033138 0.113254 -0.489762 -0.777307 -1.353562 -1.019095 -0.766878 -0.004988

Antenna 3: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 0.378672 -0.224049 0.020673 -0.165014 -0.387262 -1.883030 -1.360324 -0.774776 0.378672

Antenna 3: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 4.947299 4.947299 0.522988 -0.319909 -0.320405 0.138381 -1.003430 -0.407957 -0.214838

Antenna 3: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 0.493764 0.272623 -0.071359 -0.311978 -0.082449 -0.901514 -1.172856 0.493764 -0.780395

Antenna 3: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.159701 0.469089 3.159701 -0.072888 -0.337285 -1.300236 -0.927869 -1.584864 -1.580913

Antenna 3: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.385316 0.385316 -0.008694 -0.417208 -0.443193 -1.223242 -1.100853 -0.672597 -0.774005

Antenna 3: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.571680 0.571680 0.207815 -0.095373 -0.242158 -1.349744 -1.383333 -0.445360 -0.773444

Antenna 3: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 4.954876 4.954876 0.718169 -0.348124 -0.639261 0.293379 -1.015588 -0.004328 0.847460

Antenna 3: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 1.390802 0.870415 0.674397 -1.532428 -1.101962 -1.352525 -1.459998 1.390802 -0.061681

Antenna 3: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.518195 0.518195 0.145581 -0.023225 -0.260245 -0.592514 -1.092856 -0.493611 -0.658236

Antenna 3: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape 0.416868 0.416868 0.141947 -0.660543 -0.694252 -0.137321 -1.342027 0.190214 -0.744370

Antenna 3: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Variability 1.464080 0.272321 0.365776 -0.566222 -0.391002 1.464080 0.278208 0.542075 -0.324297

Antenna 3: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 8.617529 8.617529 0.373895 -0.037996 -0.543374 -0.214633 -0.867785 -0.471961 0.460300

Antenna 3: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 8.655562 0.518746 8.655562 -0.799148 -0.413056 -0.880067 -0.605877 0.128256 -0.310748

Antenna 3: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Temporal Discontinuties 7170.402558 1934.485793 1934.485793 1793.074681 1793.074681 1446.689880 1446.689880 7170.402558 7170.402558

Antenna 3: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 275.727083 73.706908 73.706908 65.672380 65.672380 70.842001 70.842001 275.727083 275.727083

Antenna 3: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Temporal Discontinuties 615.046852 173.074884 173.074884 169.346835 169.346835 184.000284 184.000284 615.046852 615.046852

Antenna 3: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 6.580136 0.805619 6.580136 -0.373869 -0.510159 -0.758199 0.004613 0.722043 -0.389573

Antenna 3: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Shape 5.409662 2.921878 5.409662 -0.555355 -0.205485 0.625007 -0.086036 -0.702405 -0.032646

Antenna 3: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Temporal Variability 3.737102 -0.077291 -0.331925 -0.716321 -0.832797 3.737102 -0.523512 -0.347008 -0.564247

Antenna 3: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.239122 3.239122 0.657432 0.306109 -0.709483 -0.953128 -0.573741 -0.767461 1.328422

Antenna 3: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.076875 3.076875 0.567010 0.463166 -0.173236 -0.431351 0.292510 0.156936 0.739249

Antenna 3: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.754726 3.754726 0.693943 -0.535221 -0.741853 -1.285395 0.138835 -0.264598 0.476038

Antenna 3: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 3: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.590010 0.645839 2.590010 -0.056084 0.513754 0.258000 -0.784567 -1.086372 -1.845017

Antenna 3: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.942834 0.390962 2.942834 -0.330615 -0.322338 0.246937 -0.327468 1.662652 0.359991

Antenna 3: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.286019 0.650789 3.286019 -0.436332 -0.450441 -1.409489 -0.773983 -0.452572 0.167700

Antenna 3: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.396149 3.396149 0.707930 0.040821 -0.248892 -1.003284 -0.642081 -1.068787 -0.341743

Antenna 3: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.648994 0.687342 3.648994 -0.680984 -0.006756 0.715421 -0.914118 0.342657 -1.227439

Antenna 3: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.471104 3.471104 0.597064 0.023231 -0.482311 -1.129760 -0.281892 -0.847701 0.670991

Antenna 3: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.634993 0.675767 3.634993 -0.224030 0.454465 0.114425 -0.545447 0.851242 -0.897298

Antenna 3: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.952679 2.952679 0.612270 0.288610 -0.109451 -0.529499 0.680877 -0.639363 0.430505

Antenna 3: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.900944 0.324813 2.900944 -0.293221 0.232327 -0.583128 -0.979294 1.508186 0.649234

Antenna 3: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 3: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Discontinuties 1.193657 -0.139206 0.128349 -0.722136 -0.643832 0.489446 -0.105731 1.193657 -0.725219

Antenna 3: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.878144 2.878144 0.716666 0.048186 -0.396554 -0.358375 -0.062261 -0.493531 -0.113525

Antenna 3: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.319063 3.319063 0.289272 0.174852 0.207446 -0.864491 -0.615058 -1.076439 -0.479441

Antenna 3: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Discontinuties 0.495308 -1.043753 -0.645179 -0.666312 0.270370 -0.428170 0.274114 -0.548882 0.495308

Antenna 3: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.151645 0.763965 3.151645 0.173829 0.227941 0.199072 0.178272 0.039507 -0.307046

Antenna 3: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Variability 1.833883 0.632447 0.103840 -0.636645 -0.829133 0.650698 1.833883 -0.727638 0.259552

Antenna 3: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.530182 2.530182 0.683033 0.781400 0.456006 0.574678 0.503238 -0.674532 0.132566

Antenna 3: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.447487 0.520149 2.447487 0.089715 0.367979 0.913849 0.181928 0.189543 -0.808624

Antenna 3: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.351924 -0.318506 2.351924 -0.138789 -0.140460 0.251921 0.205127 -0.491853 -0.261644

Antenna 3: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.632404 0.644176 3.632404 0.562112 0.730097 0.627905 0.392852 0.066232 1.183097

Antenna 3: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Discontinuties 7.516377 1.354055 1.482498 -0.505132 -0.483965 -0.582362 2.078398 0.688395 7.516377

Antenna 3: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Discontinuties 7.223175 0.839521 3.194227 0.441893 0.477704 0.656044 0.419328 7.223175 2.617511

Antenna 3: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.716526 3.716526 -0.197846 -0.006374 -0.459170 2.360324 0.874687 1.229889 1.665883

Antenna 3: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Variability 3.384053 -0.409796 2.659227 0.531143 -0.270145 0.413315 3.384053 0.724547 0.723565

Antenna 3: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Temporal Variability 0.692003 -0.229599 0.599196 0.265763 0.313368 -0.234574 0.692003 0.403975 0.645822

Antenna 3: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.451891 2.451891 0.381936 0.939984 0.357877 0.357540 0.265507 -0.396437 0.268783

Antenna 3: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 3: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Temporal Discontinuties 0.634808 0.186362 0.186362 0.320679 0.320679 0.037926 0.037926 0.634808 0.634808

Antenna 3: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok nn Temporal Discontinuties 2.057205 1.547520 0.128615 0.996246 0.232387 1.008108 1.032790 0.152465 2.057205

Antenna 3: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Temporal Variability 1.309734 0.977651 -0.250580 0.794506 0.178354 1.309734 0.386822 0.238097 -0.109068

Antenna 3: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 2.871592 2.871592 0.806998 1.487883 0.603178 0.761466 0.339715 -0.348173 0.854082

Antenna 3: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 1 digital_ok ee Shape 3.262165 3.262165 1.147038 0.841301 0.427175 0.204574 0.180170 -0.844267 -0.306270